Search Ranking on Taobao e-commerce dataset search-domain (test)
1.14AUCHHSFT+ ES3
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HHSFT+ ES3Params(M)=300, TFLOPs=1.222026.03 | 1.14 | 86 | |
| HHSFTParams(M)=300, TFLOPs=1.222026.03 | 0.82 | 62 | |
| HiFormerParams(M)=170, TFLOPs=1.982026.03 | 0.54 | 49 | |
| RankmixerParams(M)=140, TFLOPs=1.932026.03 | 0.38 | 32 | |
| AutoIntParams(M)=150, TFLOPs=1.192026.03 | 0.26 | 14 | |
| WukongParams(M)=32, TFLOPs=0.942026.03 | 0.21 | 13 | |
| DCNv2Params(M)=24, TFLOPs=0.652026.03 | 0.08 | 1 |